Patents by Inventor Zohar Shay Karnin

Zohar Shay Karnin has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Patent number: 10594640
    Abstract: One or more computing devices, systems, and/or methods for message classification are provided. For example, a set of messages is clustered into a set of clusters. A cluster comprises messages with similar features (e.g., similar subject lines, message body content, sender information, recipient information, structure, user action such as reading or deleting, spam vote information, etc.). Cluster features are computed for the clusters based upon features of messages within such clusters. A first table, comprising cluster entries corresponding cluster features of clusters, and a second table, comprising message entries corresponding to clusters to which messages are assigned, are created. Message features of a message are created, using the first table and second table, based upon features of the message and cluster features of clusters to which the message is assigned. A message classifier is used to classify the message (e.g., spam, safe, a threat, etc.) based upon the message features.
    Type: Grant
    Filed: December 1, 2016
    Date of Patent: March 17, 2020
    Assignee: Oath Inc.
    Inventors: David Pal, Satyen Chandrakant Kale, Yongxin Xi, Ilambharathi Kanniah, Yuval Peduel, Zohar Shay Karnin, Jyh-Shin Shue
  • Publication number: 20180159808
    Abstract: One or more computing devices, systems, and/or methods for message classification are provided. For example, a set of messages is clustered into a set of clusters. A cluster comprises messages with similar features (e.g., similar subject lines, message body content, sender information, recipient information, structure, user action such as reading or deleting, spam vote information, etc.). Cluster features are computed for the clusters based upon features of messages within such clusters. A first table, comprising cluster entries corresponding cluster features of clusters, and a second table, comprising message entries corresponding to clusters to which messages are assigned, are created. Message features of a message are created, using the first table and second table, based upon features of the message and cluster features of clusters to which the message is assigned. A message classifier is used to classify the message (e.g., spam, safe, a threat, etc.) based upon the message features.
    Type: Application
    Filed: December 1, 2016
    Publication date: June 7, 2018
    Inventors: David Pal, Satyen Chandrakant Kale, Yongxin Xi, Ilambharathi Kanniah, Yuval Peduel, Zohar Shay Karnin, Jyh-Shin Shue